Skip to content

Repository files navigation

DarkAIs AI & Agents Academy Banner



๐Ÿง  DarkAIs AI & Autonomous Agents Academy

Institutional Deep Learning, Transformers, LoRA Fine-Tuning & Multi-Agent Swarms

GitHub Pages Curriculum License



๐Ÿ“– Overview

DarkAIs AI Academy is an institutional-grade, open-source educational platform designed to take engineers from fundamental neural network calculus to architecting autonomous multi-agent swarms.


โœจ Features & Interactive Hubs

  • ๐Ÿง  Neural Sandbox: Live Canvas backpropagation and loss descent playground.
  • ๐Ÿงฎ LLM Calculator: Token volume, API cost, and inference latency matrix across top foundation models.
  • โšก Prompt-to-Loop Studio: Visual 7-level agentic workflow builder exporting executable Python LangGraph code.
  • ๐ŸŒŒ Embeddings Explorer: High-dimensional vector space cosine similarity visualizer.
  • ๐Ÿ“œ AI Diploma Generator: Dynamic certification studio rendering cryptographically hashed Diplomas (PNG).
  • ๐Ÿ“ฆ Downloadable Starter Code: PyTorch Transformers and LangGraph ReAct agent loops.

Created with passion by Dimitris Karydas โ€ข Part of the DarkAIs Open-Source Ecosystem.

About

Institutional Deep Learning & Autonomous Agents Academy. 12 interactive modules covering Backpropagation, Transformers (Self-Attention QKV), LoRA fine-tuning, RAG, and ReAct self-correcting agent loops with live canvas sandboxes.

Topics

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages